Description
The NVIDIA Nemotron 3 Ultra is an advanced AI model that boasts a staggering 550 billion parameters, with 55 billion actively utilized. It employs a unique architecture known as LatentMoE, which combines Mamba-2, MoE, and Attention hybrid techniques, along with Multi-Token Prediction (MTP). This model is engineered to handle complex reasoning tasks, making it particularly effective for agentic workflows and long-context analysis.
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One of the standout features of the Nemotron 3 Ultra is its ability to process up to 1 million tokens in context, allowing for extensive data handling and analysis. This capability is crucial for applications that require deep understanding and processing of large datasets. The model supports multiple languages, including English, French, Spanish, Italian, German, Japanese, Hindi, Korean, Brazilian Portuguese, and Chinese, making it versatile for global applications.
The model is designed for high-stakes retrieval-augmented generation (RAG) tasks, where accuracy and reliability are paramount. Its configurable reasoning mode can be toggled on or off via a chat template, providing flexibility in how it engages with users. The Nemotron 3 Ultra is licensed under the OpenMDW License Agreement, version 1.1, ensuring that it adheres to open-source principles while providing robust capabilities.
Benchmarking results highlight the model's performance across various tasks, showcasing its strengths in agentic reasoning and multilingual capabilities. For instance, it achieved a score of 70.9 in the SWE-Bench Verified benchmark, indicating its proficiency in understanding and generating responses in multiple languages. The model is particularly well-suited for industries that require sophisticated AI solutions, including finance, telecommunications, and technology.
In summary, the NVIDIA Nemotron 3 Ultra represents a significant advancement in AI modeling, combining extensive parameters, multilingual support, and advanced reasoning capabilities to meet the demands of modern applications. Its release is anticipated on June 4, 2026, marking a new era in AI development.
- CategoryAI Models & LLMs
- DeploymentCloud
- PlatformsWeb
NVIDIA Nemotron 3 Ultra Highlights
Total Parameters: 550B
Architecture: LatentMoE - Mamba-2 + MoE + Attention hybrid
Context Length: Up to 1M tokens
Minimum GPU Requirement: 8x GB200/B200/GB300/B300, 16x H100, 8x H200
Supported Languages: English, French, Spanish, Italian, German, Japanese, Hindi, Korean, Brazilian Portuguese, Chinese
Best For: Frontier reasoning, complex workflows, long-context analysis
Reasoning Mode: Configurable on/off via chat template
License: OpenMDW License Agreement, version 1.1
Getting Started with NVIDIA Nemotron 3 Ultra
Access model: Visit the Hugging Face page for NVIDIA Nemotron 3 Ultra.
Authenticate: Set up your account and obtain necessary API keys.
Set up environment: Ensure your hardware meets the minimum GPU requirements.
Integrate via API: Use the provided API documentation to connect the model to your application.
Optimize: Adjust settings and parameters to suit your specific use case.
NVIDIA Nemotron 3 Ultra's Use Cases
- Multilingual Customer Support
- Complex Data Analysis
- Agentic Workflows
- Long-Context Understanding
- High-Stakes RAG
